How to reset junk rules and restart training?

My junk mail system has evidently developed a problem -- won't remember things that should be learned, and so on. How do I reset the junk rules and restart the training process? I think I've read somewhere that there's a file that has to be trashed, but I can't locate a likely candidate.
Thanks,
Steve.

The thing is, what Roger suggested doesn’t reset the junk filter. It just resets the database that stores what the junk filter learns through training, which may accomplish what you want, but is not what you asked.
To fully reset the junk filter, you must proceed as follows:
1. Go to Preferences > Junk Mail, disable junk mail filtering, then enable it again. This resets the rule that governs what the junk filter does.
2. Choose either Training or Automatic mode (it doesn’t matter) and leave the other options checked. Click Advanced to see how the junk filter rule is defined now if you want, but don’t touch anything there unless you really know what you’re doing.
3. Reset the junk filter database (Preferences > Junk Mail > Reset).
4. You may also want to open Window > Previous Recipients and get rid of any addresses that you don’t want Mail to treat as legit.

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